hex.genmodel.algos.gam

Class GamUtilsThinPlateRegression

java.lang.Object

hex.genmodel.algos.gam.GamUtilsThinPlateRegression

public class GamUtilsThinPlateRegression
extends java.lang.Object

Constructor Summary

Constructors

Constructor and Description
GamUtilsThinPlateRegression()

Method Summary

Modifier and Type	Method and Description
static void	calculateDistance(double[] rowValues, double[] chk, int knotNum, double[][] knots, int d, int m, boolean dEven, double constantTerms, double[] oneOGamColStd, boolean standardizeGAM)
static void	calculatePolynomialBasis(double[] onePolyRow, double[] oneDataRow, int d, int M, int[][] polyBasisList, double[] gamColMean, double[] oneOGamStd, boolean standardizeGAM)
static double	calTPConstantTerm(int m, int d, boolean dEven)
static int	factorial(int m)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

GamUtilsThinPlateRegression

public GamUtilsThinPlateRegression()

Method Detail

calTPConstantTerm

public static double calTPConstantTerm(int m,
                                       int d,
                                       boolean dEven)

factorial

public static int factorial(int m)

calculateDistance

public static void calculateDistance(double[] rowValues,
                                     double[] chk,
                                     int knotNum,
                                     double[][] knots,
                                     int d,
                                     int m,
                                     boolean dEven,
                                     double constantTerms,
                                     double[] oneOGamColStd,
                                     boolean standardizeGAM)

calculatePolynomialBasis

public static void calculatePolynomialBasis(double[] onePolyRow,
                                            double[] oneDataRow,
                                            int d,
                                            int M,
                                            int[][] polyBasisList,
                                            double[] gamColMean,
                                            double[] oneOGamStd,
                                            boolean standardizeGAM)